CN115276762A - Satellite network connection method, system, electronic device and storage medium - Google Patents
Satellite network connection method, system, electronic device and storage medium Download PDFInfo
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- CN115276762A CN115276762A CN202210731430.5A CN202210731430A CN115276762A CN 115276762 A CN115276762 A CN 115276762A CN 202210731430 A CN202210731430 A CN 202210731430A CN 115276762 A CN115276762 A CN 115276762A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/14—Relay systems
- H04B7/15—Active relay systems
- H04B7/185—Space-based or airborne stations; Stations for satellite systems
- H04B7/1851—Systems using a satellite or space-based relay
- H04B7/18513—Transmission in a satellite or space-based system
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/14—Relay systems
- H04B7/15—Active relay systems
- H04B7/185—Space-based or airborne stations; Stations for satellite systems
- H04B7/1851—Systems using a satellite or space-based relay
- H04B7/18519—Operations control, administration or maintenance
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D30/00—Reducing energy consumption in communication networks
- Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks
Abstract
The embodiment of the application provides a method, a system, electronic equipment and a storage medium for connecting a satellite network, wherein the method comprises the following steps: inputting the current residual capacity and the historical residual capacity of the terminal into a plurality of residual capacity prediction models, and predicting to obtain the initial residual capacity of the terminal; determining the final residual capacity of the terminal according to all the initial residual capacities; determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity; and sending the satellite network connection parameters to the terminal so that the terminal determines whether to connect the satellite network according to the satellite network connection parameters. According to the method and the device, the initial residual capacity of the terminal is predicted through the residual capacity prediction models, the final residual capacity of the terminal is determined according to all the initial residual capacities, the satellite network connection parameters corresponding to the terminal are determined according to the final residual capacity, and the satellite network connection parameters are sent to the terminal, so that the terminal can work normally.
Description
Technical Field
The present invention relates to the field of satellite network technologies, and in particular, to a method, a system, an electronic device, and a storage medium for connecting a satellite network.
Background
When the terminal is in a non-service state, the terminal can continuously initiate connection to the satellite network so as to normally receive service, but the continuous initiation of connection to the satellite network can consume a large amount of electric quantity of the terminal, so that the terminal is shut down due to electric quantity exhaustion, and the terminal cannot normally work.
Disclosure of Invention
In view of the above, an object of the present invention is to provide a method, a system, an electronic device and a storage medium for connecting a satellite network, which enable a terminal to operate normally.
In a first aspect, an embodiment of the present application provides a method for connecting a satellite network, where the method is applied to a server, and the method for connecting the satellite network includes:
acquiring the current residual capacity of a terminal in a coverage area and a plurality of historical residual capacities belonging to the same time as the current time;
inputting the current residual capacity and the historical residual capacity into a plurality of residual capacity prediction models, and predicting to obtain the initial residual capacity of the terminal; different residual capacity prediction models are obtained by training different sample sets;
determining the final residual capacity of the terminal according to all the initial residual capacities;
determining a satellite network connection parameter corresponding to the terminal according to the final residual electric quantity;
and transmitting the satellite network connection parameters to the terminal so that the terminal determines whether to connect the satellite network according to the satellite network connection parameters.
In a possible implementation manner, determining the final remaining capacity of the terminal according to all the initial remaining capacities includes:
and determining the average value of all the initial residual capacities as the final residual capacity of the terminal, or determining the weighted average value of all the initial residual capacities as the final residual capacity of the terminal.
In a possible implementation manner, determining a satellite network connection parameter corresponding to the terminal according to the final remaining capacity includes:
judging whether the final residual electric quantity is smaller than a preset threshold value or not;
if the final residual electric quantity is smaller than a preset threshold value, setting satellite network connection parameters corresponding to the terminal to be not connected with a satellite network;
and if the final residual electric quantity is greater than or equal to the preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
In one possible embodiment, the method further comprises:
acquiring a plurality of historical residual electric quantities of the terminal belonging to the same target time and the historical residual electric quantity of the terminal at the next time corresponding to the target time;
and taking a plurality of historical residual electric quantities of the terminal at the same target time as sample data, and taking the historical residual electric quantity at the next time corresponding to the target time as a label, and training a residual electric quantity prediction model.
In one possible implementation, the server includes: the system comprises a network data analysis module and a unified data management module;
the network data analysis module acquires the current residual electric quantity of the terminals in the coverage area and a plurality of historical residual electric quantities which belong to the same time with the current time from a database, and the historical residual electric quantities of all the terminals at different times are stored in the database;
and the unified data management module determines satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and sends the satellite network connection parameters to the terminal.
In one possible embodiment, the method further comprises:
acquiring the charging state of a terminal in a coverage area;
and determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and the charging state.
In a possible implementation manner, determining a satellite network connection parameter corresponding to the terminal according to the final remaining capacity and the charging state includes:
judging whether the final residual electric quantity is smaller than a preset threshold value or not;
if the final residual electric quantity is smaller than the preset threshold value and the charging state is uncharged, setting satellite network connection parameters corresponding to the terminal to be not connected with the satellite network;
if the final residual electric quantity is smaller than the preset threshold value and the charging state is charging, the satellite network connection parameters corresponding to the terminal are kept unchanged;
and if the final residual electric quantity is greater than or equal to the preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
In a second aspect, an embodiment of the present application further provides a connection system for a satellite network, where the system includes a terminal and a server;
the server is used for acquiring the current residual capacity of the terminal in the coverage area and a plurality of historical residual capacities belonging to the same time with the current time;
the server is also used for inputting the current residual capacity and the historical residual capacity into a plurality of residual capacity prediction models to predict and obtain the initial residual capacity of the terminal; different residual capacity prediction models are obtained by training different sample sets;
the server is also used for determining the final residual electric quantity of the terminal according to all the initial residual electric quantities;
the server is also used for determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity;
the server is also used for sending the satellite network connection parameters to the terminal;
and the terminal is used for determining whether to connect the satellite network according to the satellite network connection parameters.
In a possible embodiment, the server is specifically configured to determine an average value of all initial remaining capacities as a final remaining capacity of the terminal, or determine a weighted average value of all initial remaining capacities as the final remaining capacity of the terminal.
In a possible implementation manner, the server is specifically configured to determine whether the final remaining power is smaller than a preset threshold; if the final residual electric quantity is smaller than a preset threshold value, setting satellite network connection parameters corresponding to the terminal to be not connected with a satellite network; and if the final residual electric quantity is greater than or equal to the preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
In a possible implementation manner, the server is further configured to obtain a plurality of historical remaining capacities of the terminals belonging to the same target time, and a historical remaining capacity of a next time corresponding to the target time;
and the server is also used for training the residual capacity prediction model by taking a plurality of historical residual capacities of the terminal at the same target time as sample data and taking the historical residual capacity at the next time corresponding to the target time as a label.
In one possible embodiment, the server comprises: the system comprises a network data analysis module and a unified data management module;
the network data analysis module is used for acquiring the current residual capacity of the terminals in the coverage area and a plurality of historical residual capacities belonging to the same time with the current time from a database, and the historical residual capacities of all the terminals at different times are stored in the database;
and the unified data management module is used for determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and sending the satellite network connection parameters to the terminal.
In a possible implementation manner, the server is further configured to acquire a charging state of the terminal in the coverage area;
and the server is also used for determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and the charging state.
In a possible implementation manner, the server is specifically configured to determine whether the final remaining power is smaller than a preset threshold; if the final residual electric quantity is smaller than a preset threshold value and the charging state is not charged, setting satellite network connection parameters corresponding to the terminal as unconnected satellite networks; if the final residual electric quantity is smaller than the preset threshold value and the charging state is charging, the satellite network connection parameters corresponding to the terminal are kept unchanged; and if the final residual electric quantity is greater than or equal to the preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
In a third aspect, an embodiment of the present application further provides an electronic device, including: a processor, a storage medium and a bus, the storage medium storing machine-readable instructions executable by the processor, the processor and the storage medium communicating via the bus when the electronic device is operating, the processor executing the machine-readable instructions to perform the steps of the method for connecting to a satellite network according to any one of the first aspect.
In a fourth aspect, the present application further provides a computer-readable storage medium, on which a computer program is stored, where the computer program is executed by a processor to perform the steps of the method for connecting to a satellite network according to any one of the first aspect.
The embodiment of the application provides a method, a system, electronic equipment and a storage medium for connecting a satellite network, wherein the method comprises the following steps: acquiring the current residual capacity of a terminal in a coverage area and a plurality of historical residual capacities belonging to the same time with the current time; inputting the current residual capacity and the historical residual capacity into a plurality of residual capacity prediction models, and predicting to obtain the initial residual capacity of the terminal; determining the final residual capacity of the terminal according to all the initial residual capacities; determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity; and sending the satellite network connection parameters to the terminal so that the terminal determines whether to connect the satellite network according to the satellite network connection parameters. According to the method and the device, the initial residual capacity of the terminal is predicted through the residual capacity prediction models, the final residual capacity of the terminal is determined according to all the initial residual capacities, the satellite network connection parameters corresponding to the terminal are determined according to the final residual capacity, and the satellite network connection parameters are sent to the terminal, so that the terminal can work normally.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are required to be used in the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and for those skilled in the art, other related drawings can be obtained from the drawings without inventive effort.
Fig. 1 is a flowchart illustrating a method for connecting a satellite network according to an embodiment of the present disclosure;
fig. 2 is a flowchart illustrating another method for connecting to a satellite network according to an embodiment of the present disclosure;
fig. 3 is a schematic structural diagram illustrating a connection system of a satellite network according to an embodiment of the present disclosure;
fig. 4 shows a schematic structural diagram of an electronic device provided in an embodiment of the present application.
Detailed Description
In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it should be understood that the drawings in the present application are for illustrative and descriptive purposes only and are not used to limit the scope of protection of the present application. Additionally, it should be understood that the schematic drawings are not necessarily drawn to scale. The flowcharts used in this application illustrate operations implemented according to some embodiments of the present application. It should be understood that the operations of the flow diagrams may be performed out of order, and steps without logical context may be performed in reverse order or simultaneously. One skilled in the art, under the guidance of this application, may add one or more other operations to, or remove one or more operations from, the flowchart.
In addition, the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. The components of the embodiments of the present application, generally described and illustrated in the figures herein, can be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the present application, presented in the accompanying drawings, is not intended to limit the scope of the claimed application, but is merely representative of selected embodiments of the application. All other embodiments, which can be derived by a person skilled in the art from the embodiments of the present application without making any creative effort, shall fall within the protection scope of the present application.
In order to enable a person skilled in the art to use the present disclosure, the following embodiments are given in connection with the specific application scenario "technical field of satellite networks". It will be apparent to those skilled in the art that the general principles defined herein may be applied to other embodiments and applications without departing from the spirit and scope of the application. Although the present application is described primarily in the context of "satellite network technology," it should be understood that this is merely one exemplary embodiment.
It should be noted that in the embodiments of the present application, the term "comprising" is used to indicate the presence of the features stated hereinafter, but does not exclude the addition of further features.
A detailed description is given below of a method for connecting a satellite network according to an embodiment of the present application.
Referring to fig. 1, a schematic flowchart of a method for connecting a satellite network, which is provided in an embodiment of the present application and is applied to a server, is shown, and exemplary steps in the embodiment of the present application are described below:
s101, obtaining the current residual capacity of the terminal in the coverage area and a plurality of historical residual capacities belonging to the same time with the current time.
In the embodiment of the present application, when a terminal in a management coverage area disconnects a satellite network, a current remaining power of the terminal and a plurality of historical remaining powers belonging to the same time as the current time are obtained, for example, the current time is 4 months, 3 days and 10 days, then the current remaining power of the terminal is obtained, and the remaining power of the terminal in 10.
And S102, inputting the current residual capacity and the historical residual capacity into a plurality of residual capacity prediction models, and predicting to obtain the initial residual capacity of the terminal.
In the embodiment of the application, the acquired current remaining power and the acquired historical remaining power are input into a first remaining power prediction model to obtain a first initial remaining power, the acquired current remaining power and the acquired historical remaining power are input into a second remaining power prediction model to obtain a second initial remaining power, and the acquired current remaining power and the acquired historical remaining power are input into an nth remaining power prediction model to obtain an nth initial remaining power, wherein the number of the remaining power prediction models is not specifically limited and is determined according to actual conditions.
Optionally, obtaining a plurality of historical remaining capacities of the terminal belonging to the same target time and a historical remaining capacity of the terminal at the next time corresponding to the target time; and taking a plurality of historical residual electric quantities of the terminal at the same target time as sample data, and taking the historical residual electric quantity at the next time corresponding to the target time as a label, and training a residual electric quantity prediction model.
Training a residual capacity prediction model according to a plurality of historical residual capacities of a plurality of terminals at a plurality of target times, inputting a plurality of acquired historical residual capacities of the terminals belonging to the same target time into the residual capacity prediction model, and predicting to obtain a predicted residual capacity at the next time corresponding to the target time; and determining the accuracy of the residual power prediction model according to the predicted residual power and the historical residual power at the next time corresponding to the target time corresponding to the predicted residual power, wherein if the accuracy reaches a preset threshold value, the current residual power prediction model is used as the final residual power prediction model, and otherwise, the residual power prediction model is updated.
Different residual capacity prediction models are obtained by training different sample sets, namely different residual capacity prediction models are obtained by training different historical residual capacities belonging to the same target time.
And S103, determining the final residual capacity of the terminal according to all the initial residual capacities.
Optionally, an average value of all the initial remaining capacities is determined as a final remaining capacity of the terminal.
For example, if the initial remaining capacities are a, b, and c, respectively, the final remaining capacity of the terminal is 1/3 (a + b + c).
Optionally, a weighted average of all the initial remaining capacities is determined as a final remaining capacity of the terminal.
For example, the initial residual capacities are a, b, and c, respectively, and the weights are W, respectively1、W2、W3And the final residual capacity of the terminal is aW1+bW2+cW3。
Wherein the weights are learned from training data, i.e. W1Is the weight, W, resulting from model training that predicts a2Is the weight, W, resulting from the model training that predicted b3Are the weights obtained from the model training for which c is predicted.
And S104, determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity.
Specifically, judging whether the final residual electric quantity is smaller than a preset threshold value; if the final residual electric quantity is smaller than a preset threshold value, setting satellite network connection parameters corresponding to the terminal to be not connected with a satellite network; and if the final residual electric quantity is greater than or equal to the preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
In the embodiment of the application, if the final remaining power is less than the preset threshold, it indicates that the power of the terminal is low, and then the satellite network connection parameter is directly set to be not connected to the satellite network, and if the final remaining power is greater than or equal to the preset threshold, it indicates that the power of the terminal is sufficient, so that the satellite network connection parameter corresponding to the terminal is kept unchanged.
And S105, sending the satellite network connection parameters to the terminal so that the terminal can determine whether to connect the satellite network according to the satellite network connection parameters.
The embodiment of the application provides a connection method of a satellite network, which comprises the following steps: acquiring the current residual capacity of a terminal in a coverage area and a plurality of historical residual capacities belonging to the same time with the current time; inputting the current residual capacity and the historical residual capacity into a plurality of residual capacity prediction models, and predicting to obtain the initial residual capacity of the terminal; determining the final residual capacity of the terminal according to all the initial residual capacities; determining a satellite network connection parameter corresponding to the terminal according to the final residual electric quantity; and sending the satellite network connection parameters to the terminal so that the terminal determines whether to connect the satellite network according to the satellite network connection parameters. According to the method and the device, the initial residual capacity of the terminal is predicted through the residual capacity prediction models, the final residual capacity of the terminal is determined according to all the initial residual capacities, the satellite network connection parameters corresponding to the terminal are determined according to the final residual capacity, and the satellite network connection parameters are sent to the terminal, so that the terminal can work normally.
Referring to fig. 2, a schematic flow chart of another method for connecting a satellite network, which is provided in the embodiment of the present application and is applied to a server, is shown, and exemplary steps in the embodiment of the present application are described below:
s201, acquiring the charging state of a terminal in a coverage area;
in the embodiment of the application, the charging state of a terminal in a coverage area is acquired; the charged state includes charged and uncharged.
S202, determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and the charging state.
Judging whether the final residual electric quantity is smaller than a preset threshold value or not; if the final residual electric quantity is smaller than the preset threshold value and the charging state is uncharged, setting satellite network connection parameters corresponding to the terminal to be not connected with the satellite network; if the final residual electric quantity is smaller than the preset threshold value and the charging state is charging, the satellite network connection parameters corresponding to the terminal are kept unchanged; and if the final residual electric quantity is greater than or equal to the preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
In the embodiment of the application, if the final remaining power is less than the preset threshold and the charging state is uncharged, it indicates that the power is low and the terminal is not charged, which is to set the satellite network connection parameter corresponding to the terminal to be not connected to the satellite network; if the final residual electric quantity is smaller than the preset threshold value and the charging state is charging, the satellite network connection parameters corresponding to the terminal are kept unchanged; it means that the terminal is already being charged although the power is low, and therefore the satellite network connection parameters corresponding to the terminal can be kept unchanged.
The embodiment of the application provides another satellite network connection method, and the method jointly determines satellite network connection parameters corresponding to a terminal according to the charging state and the final residual capacity of the terminal. By the method, the satellite network connection parameters can be determined more accurately.
Referring to fig. 3, a schematic diagram of a connection system of a satellite network according to an embodiment of the present application is shown, where the system includes: a server 301 and a terminal 302; the server 301 includes a network data analysis module 303 and a unified data management module 304.
The network data analysis module 303 in the server 301 is configured to obtain a current remaining power of the terminal in the coverage area and a plurality of historical remaining powers at the same time as the current time.
The network data analysis module 303 in the server 301 is further configured to input the current remaining power and the historical remaining power into a plurality of remaining power prediction models, and predict to obtain an initial remaining power of the terminal; different residual capacity prediction models are obtained by training different sample sets.
The network data analysis module 303 in the server 301 is further configured to determine a final remaining power of the terminal according to all the initial remaining power, and send the final remaining power of the terminal to the unified data management module 304.
The unified data management module 304 in the server 301 is configured to determine a satellite network connection parameter corresponding to the terminal 302 according to the final remaining power sent by the network data analysis module 303, and send the satellite network connection parameter to the terminal 302.
The terminal 302 is configured to determine whether to connect to the satellite network according to the satellite network connection parameter sent by the unified data management module 304.
In a possible implementation manner, the network data analysis module 303 in the server 301 is specifically configured to determine an average value of all initial remaining capacities as a final remaining capacity of the terminal 302, or determine a weighted average value of all initial remaining capacities as a final remaining capacity of the terminal 302.
In a possible implementation manner, the unified data management module 304 in the server 301 is specifically configured to determine whether the final remaining power is less than a preset threshold; if the final remaining power is less than the preset threshold, setting a satellite network connection parameter corresponding to the terminal 302 as a disconnected satellite network; if the final remaining power is greater than or equal to the preset threshold, the satellite network connection parameter corresponding to the terminal 302 remains unchanged.
In a possible implementation manner, the network data analysis module 303 in the server 301 is further configured to obtain a plurality of historical remaining power amounts of the terminal 302 belonging to the same target time, and a historical remaining power amount of a next time corresponding to the target time;
the network data analysis module 303 in the server 301 is further configured to train a remaining power prediction model by using a plurality of historical remaining power of the terminal 302 at the same target time as sample data and using a historical remaining power of a next time corresponding to the target time as a tag.
In a possible implementation, the unified data management module 304 in the server 301 is further configured to obtain a charging status of the terminal 302 in the coverage area;
the unified data management module 304 in the server 301 is further configured to determine a satellite network connection parameter corresponding to the terminal 302 according to the final remaining power and the charging state.
In a possible implementation manner, the unified data management module 304 in the server 301 is specifically configured to determine whether the final remaining power is less than a preset threshold; if the final residual electric quantity is smaller than the preset threshold value and the charging state is uncharged, setting satellite network connection parameters corresponding to the terminal 302 as unconnected satellite networks; if the final remaining power is less than the preset threshold and the charging state is charging, the satellite network connection parameter corresponding to the terminal 302 remains unchanged; if the final remaining power is greater than or equal to the preset threshold, the satellite network connection parameter corresponding to the terminal 302 remains unchanged.
The embodiment of the application provides a connection system of a satellite network, which comprises: a server 301 and a terminal 302; the server 301 comprises a network data analysis module 303 and a unified data management module 304; the server 301 performs one-way communication with the terminal 302, and the network data analysis module 303 performs one-way communication with the unified data management module 304; a network data analysis module 303 in the server 301, configured to obtain a current remaining power of a terminal in a coverage area and a plurality of historical remaining powers at the same time as a current time; the network data analysis module 303 in the server 301 is further configured to input the current remaining power and the historical remaining power into a plurality of remaining power prediction models, and predict to obtain an initial remaining power of the terminal; different residual capacity prediction models are obtained by training different sample sets; the network data analysis module 303 in the server 301 is further configured to determine a final remaining power of the terminal according to all the initial remaining power, and send the final remaining power of the terminal to the unified data management module 304; the unified data management module 304 in the server 301 is configured to determine a satellite network connection parameter corresponding to the terminal 302 according to the final remaining power sent by the network data analysis module 303, and send the satellite network connection parameter to the terminal 302; and the terminal 302 is configured to determine whether to connect to the satellite network according to the satellite network connection parameter sent by the unified data management module 304. According to the method and the device, the initial residual capacity of the terminal is predicted through the residual capacity prediction models, the final residual capacity of the terminal is determined according to all the initial residual capacities, the satellite network connection parameters corresponding to the terminal are determined according to the final residual capacity, and the satellite network connection parameters are sent to the terminal, so that the terminal can work normally.
As shown in fig. 4, an electronic device 400 provided in an embodiment of the present application includes: a processor 401, a memory 402 and a bus, the memory 402 storing machine-readable instructions executable by the processor 401, the processor 401 and the memory 402 communicating via the bus when the electronic device is operating, the processor 401 executing the machine-readable instructions to perform the steps of the method for connecting to a satellite network as described above.
Specifically, the memory 402 and the processor 401 can be general memories and processors, which are not limited in particular, and the processor 401 can execute the satellite network connection method when executing the computer program stored in the memory 402.
Corresponding to the connection method of the satellite network, an embodiment of the present application further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and the computer program is executed by a processor to perform the steps of the connection method of the satellite network.
It can be clearly understood by those skilled in the art that, for convenience and brevity of description, the specific working processes of the system and the apparatus described above may refer to corresponding processes in the method embodiments, and are not described in detail in this application. In the several embodiments provided in the present application, it should be understood that the disclosed system, apparatus and method may be implemented in other ways. The above-described apparatus embodiments are merely illustrative, and for example, the division of the modules is only one logical functional division, and other divisions may be realized in practice, and for example, a plurality of modules or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection of devices or modules through some communication interfaces, and may be in an electrical, mechanical or other form.
The modules described as separate parts may or may not be physically separate, and parts displayed as modules may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a non-volatile computer-readable storage medium executable by a processor. Based on such understanding, the technical solution of the present application or portions thereof that substantially contribute to the prior art may be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the information processing method according to the embodiments of the present application. And the aforementioned storage medium includes: a U disk, a removable hard disk, a ROM, a RAM, a magnetic disk or an optical disk, and various media capable of storing program codes.
The above description is only for the specific embodiments of the present application, but the scope of the present application is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present application, and shall be covered by the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.
Claims (10)
1. A method for connecting a satellite network is applied to a server, and comprises the following steps:
acquiring the current residual capacity of a terminal in a coverage area and a plurality of historical residual capacities belonging to the same time with the current time;
inputting the current residual capacity and the historical residual capacity into a plurality of residual capacity prediction models, and predicting to obtain the initial residual capacity of the terminal; different residual capacity prediction models are obtained by training different sample sets;
determining the final residual capacity of the terminal according to all the initial residual capacities;
determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity;
and sending the satellite network connection parameters to the terminal so that the terminal determines whether to connect the satellite network according to the satellite network connection parameters.
2. The method according to claim 1, wherein the determining the final remaining power of the terminal according to all the initial remaining power comprises:
and determining the average value of all the initial residual capacities as the final residual capacity of the terminal, or determining the weighted average value of all the initial residual capacities as the final residual capacity of the terminal.
3. The method according to claim 1 or 2, wherein the determining the satellite network connection parameter corresponding to the terminal according to the final remaining power includes:
judging whether the final residual electric quantity is smaller than a preset threshold value or not;
if the final residual electric quantity is smaller than the preset threshold value, setting satellite network connection parameters corresponding to the terminal to be not connected with a satellite network;
and if the final residual electric quantity is greater than or equal to the preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
4. The method of claim 3, further comprising:
acquiring a plurality of historical residual electric quantities of the terminal belonging to the same target time and the historical residual electric quantity of the terminal at the next time corresponding to the target time;
and taking a plurality of historical residual electric quantities of the terminal at the same target time as sample data, and taking the historical residual electric quantity at the next time corresponding to the target time as a label, and training the residual electric quantity prediction model.
5. The method according to claim 1, wherein the server comprises: the system comprises a network data analysis module and a unified data management module;
the network data analysis module acquires the current residual electric quantity of the terminals in the coverage area and a plurality of historical residual electric quantities which belong to the same time with the current time from a database, and the database stores the historical residual electric quantities of all the terminals at different times;
and the unified data management module determines a satellite network connection parameter corresponding to the terminal according to the final residual electric quantity, and sends the satellite network connection parameter to the terminal.
6. The method of connecting to a satellite network of claim 1, wherein the method further comprises:
acquiring the charging state of a terminal in a coverage area;
and determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and the charging state.
7. The method according to claim 6, wherein the determining a satellite network connection parameter corresponding to the terminal according to the final remaining power and the charging status comprises:
judging whether the final residual electric quantity is smaller than a preset threshold value or not;
if the final residual electric quantity is smaller than the preset threshold value and the charging state is uncharged, setting satellite network connection parameters corresponding to the terminal to be not connected with a satellite network;
if the final residual electric quantity is smaller than the preset threshold value and the charging state is charging, the satellite network connection parameters corresponding to the terminal are kept unchanged;
and if the final residual electric quantity is greater than or equal to the preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
8. A connection system of a satellite network is characterized in that the system comprises a terminal and a server,
the server is used for acquiring the current residual capacity of the terminal in the coverage area and a plurality of historical residual capacities belonging to the same time with the current time;
the server is further used for inputting the current residual capacity and the historical residual capacity into a plurality of residual capacity prediction models to predict and obtain the initial residual capacity of the terminal; different residual capacity prediction models are obtained by training different sample sets;
the server is further used for determining the final residual electric quantity of the terminal according to all the initial residual electric quantities;
the server is further used for determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity;
the server is also used for sending the satellite network connection parameters to the terminal;
and the terminal is used for determining whether to connect the satellite network according to the satellite network connection parameters.
9. An electronic device, comprising: a processor, a storage medium and a bus, the storage medium storing machine-readable instructions executable by the processor, the processor and the storage medium communicating via the bus when the electronic device is operating, the processor executing the machine-readable instructions to perform the steps of the method for connecting to a satellite network according to any one of claims 1 to 7.
10. A computer-readable storage medium, characterized in that it has stored thereon a computer program which, when being executed by a processor, carries out the steps of the method for connection of a satellite network according to any one of claims 1 to 7.
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| CN102172082A (en) * | 2011-04-22 | 2011-08-31 | 华为技术有限公司 | Method, terminal device, network side device and communication system for managing power supply |
| US20160021546A1 (en) * | 2013-03-15 | 2016-01-21 | Hewlett-Packard Development Company, L. P. | Cloud-based connectivity |
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